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pabbly

Pabbly integration. Manage data, records, and automate workflows. Use when the user wants to interact with Pabbly data.

62

Quality

74%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./skills/pabbly/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

82%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is highly actionable with executable commands and a state-aware connection workflow, but it is held back by a dangling "Step 2" reference, minor prose padding, and the absence of an explicit validation/verification step for batch or destructive action runs.

Suggestions

Fix the dangling "Step 2" reference by either defining a numbered master workflow (connect → search actions → run) or replacing the cross-reference with the concrete next step.

Trim the opening descriptive paragraph and incidental prose (e.g. "This is the fastest way to get a connection") to tighten token usage.

Add an explicit verification step after `membrane action run` (e.g. check the `output` field and confirm expected state) so batch/destructive action runs include a validation checkpoint.

DimensionReasoningScore

Conciseness

The body is mostly efficient executable commands, but the opening product-description paragraph and prose like "This is the fastest way to get a connection" add minor over-explanation that could be trimmed.

4 / 5

Actionability

It provides fully executable, copy-paste-ready commands throughout (install, login, connection ensure/get, action list/run, request) plus a complete proxy flags table covering the common cases.

5 / 5

Workflow Clarity

The connection flow has a clear state-machine sequence with feedback loops (poll BUILDING, act on CLIENT_ACTION_REQUIRED, re-poll), but the dangling "Skip to Step 2" reference points to a Step 2 that is never defined, leaving a navigation gap.

4 / 5

Progressive Disclosure

Content is organized into clear, well-labeled sections in a single file with no monolithic wall of text, but there are no bundle files and the broken "Step 2" cross-reference is a minor organization gap.

4 / 5

Total

17

/

20

Passed

Description

66%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description clearly identifies a distinct named product and includes both a what and a when clause, but the listed actions and trigger terms are generic and lack the natural synonyms and product-area specifics users would actually say.

Suggestions

Replace generic verbs with concrete Pabbly capabilities, e.g. "Manage subscribers, form submissions, and subscription billing; automate workflow triggers and actions."

Expand the trigger clause with natural user phrases and synonyms, e.g. "Use when the user mentions Pabbly, or wants to work with Pabbly subscribers, forms, email campaigns, or billing."

Name Pabbly's key product areas (Email Marketing, Subscription Billing, Form Builder, Pabbly Connect) so the description reflects what users actually ask for.

DimensionReasoningScore

Specificity

The phrase "Manage data, records, and automate workflows" names the Pabbly domain plus 2-3 actions, but those actions (manage data, manage records) are generic rather than concrete and coverage is not comprehensive.

3 / 5

Completeness

It has both a "what" ("Pabbly integration. Manage data, records, and automate workflows") and an explicit "when" ("Use when the user wants to interact with Pabbly data"), though the trigger clause is somewhat generic rather than fully specific.

4 / 5

Trigger Term Quality

It includes relevant keywords ("Pabbly", "data", "records", "workflows", "interact with Pabbly data") but misses the natural terms and product-area synonyms users actually say, such as subscribers, forms, email marketing, or billing.

3 / 5

Distinctiveness Conflict Risk

Naming the specific product "Pabbly" with a product-scoped trigger ("interact with Pabbly data") gives it a clear niche with minimal overlap risk against other skills.

5 / 5

Total

15

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
membranedev/application-skills
Reviewed

Table of Contents

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